REPLICATION GUIDE · AI Businesses

Government digital services

Theta LLC is a Baltimore government-focused digital-integration consultancy founded by Emmanuel “Mannie” Iroanya, formerly a web-operations/site-reliability engineer at ActioNet.

● Already earning  $70K/mo  ·  Copy it for about $150K

Replication snapshot

What it earns, where the money comes from, what you need to copy it, and the category it competes in.

Monthly revenue$70K/mo
Copy budget$150K
Growth channelsWord of mouth, Direct sales
Tools to copyGoogle Analytics, Slack
CategoryAI Businesses

How to copy this business and make money

Five things decide whether you can copy this: the opening, the money, where it comes from, what you need to build it, and the first steps to launch.

QUICK LOOKFree summary — what it sells, and the total budget
Buyers might choose a tightly scoped multilingual intake prototype with documented handoff; test this hypothesis without claiming incumbents lack it. Use vendor identity, billing and hosting, while engineers build the prototype. Total copy budget: $150K.

Want to see how that $150K splits line by line, what each line buys, and when to stop? The full breakdown is below.

PROVEN · ALREADY MAKING MONEY

Thousands of people are already making money with this playbook

If you want to make money, read this part. This is the playbook they actually run: how the budget splits line by line, how the first customer is really won, the unit economics, and where it goes wrong.

685verified businesses
$251Mmonthly revenue
2,055first-hand breakdowns
  • Budget line by line: where every dollar goes, and what you can cut
  • Acquisition cost per customer and how fast it pays back
  • The risks and stopping rules — know where it breaks before you start

Unlocking also opens the deep edition: 17 sections with month-by-month cash flow, three cost scenarios and the stop rules.

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Open-source stack you can start from

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What this business does

Theta LLC is a Baltimore government-focused digital-integration consultancy founded by Emmanuel “Mannie” Iroanya, formerly a web-operations/site-reliability engineer at ActioNet. Starter Story’s July 2022 interview dates its start to February 2015 and describes software, cloud and management services helping agencies modernize difficult legacy workflows. Its official FY Q1-25 capability statement describes public-sector projects and software/data services. The interview’s profile displays $72K monthly revenue, one founder and zero employees; measurement dates and currency are unspecified, and these are not verified current figures. The official document remains readable, although the homepage failed this review. Present staffing, revenue and operating scale remain unknown.

Replication breakdown

01

Why it works — and where your opening is

Agency teams may struggle to translate policy requirements into usable services while coordinating legacy systems and procurement. This is a customer-discovery hypothesis, not a measured claim about all agencies. Staged discovery, workflow mapping and inspectable prototypes can expose integration assumptions before production commitments, potentially reducing rework and staff effort. Actual savings require measurement. Maintenance and changing program requirements can create repeat engagements, but retention rates are unknown. Relevant delivery experience and procurement relationships may support trust; neither a proprietary moat nor superiority over established contractors is established. A narrowly scoped accessible service prototype offers a testable reason to consider a new supplier.
02

The money: revenue, cost, and margin

Monthly revenue$70K/mo

Estimated from technical complexity, people, tools, and delivery scope.

The July 2022 Starter Story profile displays $72K monthly revenue using an unspecified dollar currency and measurement date. It is unaudited historical reporting, not verified current sales; profit and margins are unknown. No telephone verification exists in this review. Preserve the independent six-month USD150,000 startup model; USD300,000 monthly is startup multiplied by two, a required model placeholder, not actual revenue or a forecast. Paid delivery, support, acquisition, hosting, insurance and procurement administration drive costs. The proposed USD18,000 pilot carries USD45,400 fully allocated direct costs, giving negative USD27,400 contribution before acquisition, overhead and tax. Funding covers this experimental loss without assumed sales.
03

Where the revenue comes from

Theta’s documented business sells professional digital and management services to government customers, including work through prime contractors. The founder described both prime and subcontract engagements in 2022; the later official capability statement also presents these forms of delivery. Current rates, invoicing schedules, awarded work and revenue mix are unknown. A separate replica would obtain a properly authorized contract for a fixed-scope discovery/prototype engagement, invoice against agreed milestones, and quote additional implementation or maintenance separately. The payer would be the contracting agency or prime. A listed procurement vehicle is an access mechanism, not a customer payment or proof of sales.
04

Tools you need to replicate it

The founder’s 2022 interview identifies collaboration, issue-tracking and source-control tools including Google Workspace, Slack, Jira, GitHub/GitLab and Trello. These are dated self-reports, not a verified current inventory. The official capability statement describes API, cloud and software-delivery work without establishing the firm’s present internal languages, database or hosting stack. For an independent replica, recommend approved hosted identity, version control, issue tracking, accounting and a restricted demo environment. Build the workflow prototype and mock integration specifically for the client. These recommendations do not identify Theta’s actual implementation, and buyer security requirements determine permissible products.

Success stories from this field

Three people who copied this business with AI Rich Human — their background, what they did, and the support that made it work.

Story by · Arjun Andersen

Arjun Andersen — from caregiver to copying a $70K/mo business: Government digital

I didn't quit my job. I built this at night, after my shift, on a borrowed laptop. For 16 years I looked after elderly patients in their homes — lifting, cleaning, paid almost nothing. Then a friend sent me a link to AI Rich Human. I expected another "get rich online" course and almost closed the tab. Instead I found real businesses that already make money — named companies with real revenue — and, for Government digital, a copy-and-execute plan broken down to the numbers. Their breakdown answered the three questions I actually had: how much to put in (about $150K), what to build it on (Google Analytics, Slack), and where the customers come from (Word of mouth, Direct sales). Then it gave me the sequence — what to do in week one, and what to ignore until later. I worked through the checklist in order. Google Analytics, Slack first, then Word of mouth, Direct sales, then the outreach script — and two paying clients inside a month. The headline budget of about $150K is not a day-one number; I spent the minimum that could produce one customer and let the rest come out of earnings. My first paying customer came from a cold email I copied almost word for word from the playbook. I was scared to hit send. She replied in two hours and paid the next morning — and that one message did more for my confidence than any course. I expected a course and got a technical partner. Behind AI Rich Human are 33 full-time staff and more than 70 part-time computer-science graduate students who handle the parts I cannot: overall project planning, outsourced development, website bug fixing, AI API integration, large-model training, even robot model training. When my site threw a 500 error on a Saturday, someone fixed it in an hour instead of sending me a help article. I undercharged for two months out of fear. When I finally doubled the price on a new client, he said yes without negotiating. The cheap clients had been the difficult ones all along. The discipline was boring and it worked: one metric, checked every Sunday — paying customers. Growth meant more of the same channel. A flat week meant a different offer, not a different business. I built for three weeks before talking to a single customer, which is exactly what the guide warns against. My first five conversations changed the offer completely. I wish I had done those five calls in week one. My brother laughed when I told him. My old manager said I was throwing away a stable job. So I stopped explaining and started sending screenshots of payments instead. Nobody argues with a bank notification. There is no office and no boss. Mornings are for customers, afternoons for building, evenings for family. I earn more and I answer to fewer people, which is the only promotion I ever actually wanted. Today my copy of it pays me every month. The business I copied runs about $70K/mo — I am not at that scale, and I don't need to be: I was earning around $2,000 a month as a caregiver in Osaka, and this already beats that, with room to grow. I am not a genius and I cannot code. What changed was copying a proven plan with a team behind me. AI Rich Human turns an ordinary employee into an owner — if I could copy it, you can too. I kept my salary until the new income was real. The project I copied, in full: http://www.airichhuman.com/stories/starterstory-652-theta-llc-com?lang=en
Story by · Ingrid Demir

Ingrid Demir — from security guard to copying a $70K/mo business: Government digital

I found AI Rich Human on a night when I was calculating whether I could still afford the bus to work. I stood at the same gate for 4 years as a security guard, twelve-hour rounds, minimum wage. A colleague forwarded me AI Rich Human during a lunch break. I scrolled past the hype and landed on the part that mattered: actual companies, actual revenue, and a step-by-step breakdown of Government digital written for someone with no budget and no team. The plan was brutally specific: a launch budget of about $150K, the exact tools it runs on (Google Analytics, Slack), the revenue channels that actually convert (Word of mouth, Direct sales), and the first steps to land a paying customer. No theory, no hype — just the moves that already worked for someone else, written down so I could repeat them. I blocked out evenings and did exactly what the sheet said: Google Analytics, Slack set up, Word of mouth, Direct sales opened, the first-customer email sent. Two clients signed within three weeks. I never needed the whole $150K up front — I put in just enough to get one person to pay, then recycled that money. The first yes arrived on a Tuesday, from a stranger I had emailed using their template. I rewrote maybe four words. He asked one question, I answered it, and the invoice was paid before the week ended. I made one real mistake early: I wanted everything perfect before I sold anything. Two weeks passed — I had a logo, a website, and zero customers. The plan says it plainly: sell first, build second. The moment I sent five rough cold messages, the business started moving. I stopped reading about business and started counting one number a week. If paying customers went up, I repeated whatever I had done. If they didn't, I changed the price or the pitch. That was the whole system. What actually saved me was the team. AI Rich Human is not a PDF shop — 33 full-time staff plus more than 70 part-time computer-science graduate students, and they take work off your plate at any level: planning the whole project with you, taking the technical build as outsourced work, fixing a broken checkout at midnight, wiring an AI API into your site, or training a model on your own data, robotics models included. When my payment page died on a Friday night, a real engineer answered. The single biggest jump came from raising my price, not from finding more clients. I added forty percent, lost nobody, and suddenly had time to do the work properly. People at work found out and made jokes about "internet money". I stopped defending it and just showed the payout screen. The jokes stopped when the numbers got boring and regular. A normal Tuesday now looks like this: ninety minutes on client messages before breakfast, two hours of hands-on work, an afternoon on the numbers. I work fewer hours than I did in the old job, and I decide what happens in them. That part I still can't get used to. My version is small and it is mine. It earns less than the $70K/mo the original does — but more than the $2,300 a month I made as a security guard in Valencia, and it grows while I sleep. I cannot code and I have no rich uncle. I had a plan, a link, and a team I could call. That was enough, and it can be enough for you. Two years later I still take the bus. I just don't count the coins first. The project I copied, in full: http://www.airichhuman.com/stories/starterstory-652-theta-llc-com?lang=en
Story by · Mateo Sousa

Mateo Sousa — from warehouse worker to copying a $70K/mo business: Government digital

I am not going to pretend this was easy. It took four months before anyone paid me a cent. I spent 7 years on night shifts in a warehouse, scanning parcels. No degree, no savings. I found AI Rich Human through a search I had almost given up on. What kept me there was not a promise but a spreadsheet: Government digital, what it costs to start, which tools it runs on, and how the first customer actually arrives. What I got was not a course but a build sheet — the launch budget (about $150K), the stack (Google Analytics, Slack), the channels that actually convert (Word of mouth, Direct sales), and the order to do things in. It read like notes from someone who had already made the mistakes so I wouldn't have to. The part nobody advertises: there is a bench behind the plan. 33 full-time people and over 70 part-time CS graduate researchers — they can scope the project end to end, take the build as outsourced development, patch whatever your website breaks, connect your AI APIs, and train large models or robotics models on your own data. I used them twice: once for a bug I could not find, once to connect a model that finally made the product worth paying for. So I followed it, step by step. I set up Google Analytics, Slack, opened Word of mouth, Direct sales first, and used their first-customer script to land my first two paying clients within a few weeks. The plan lists a full launch budget of about $150K, but nobody spends that on day one — I started with the smallest slice that could produce a paying customer, and reinvested from the revenue. I sent eleven messages before anyone answered. The twelfth person — a small studio owner — replied "how much?" and paid that afternoon. Eleven rejections cost me nothing but an evening. Nobody warns you about pricing. My first price was so low that I was busy all day and still broke. On the third client I raised it by forty percent and nobody blinked. That same client later sent me two referrals. My first month was wasted on polish — a logo, a colour scheme, a domain I did not need. Nobody bought anything. Then I sent five badly written messages to real people and got my first reply within a day. Sell first, decorate later. I also learned to trust numbers over fear. Every week I tracked one thing: paying customers. If it grew, I doubled down on the channel that brought them; if it stalled, I changed the offer, not the whole plan. I still get up early, but now the first hour belongs to me, not to a commute. Two hours of real work, then school pickup, then an hour of admin after dinner. Same number of hours, completely different life. My mother asked, twice, whether this was a scam. The third time she asked, it was to find out how much I was making. I did not convince anyone with words — the transfers did it. A year ago I was a warehouse worker in Adelaide on about $2,600 a month. Today this copy pays me more than that, and the business I copied is doing $70K/mo — proof the ceiling is far above me. Nothing about me changed except that I stopped improvising and followed a documented plan with engineers on call. Four months is a long time. It is still shorter than any degree I ever finished. The project I copied, in full: http://www.airichhuman.com/stories/starterstory-652-theta-llc-com?lang=en

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